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Image Classification on ImageNet-1K (val) (Robustness Metrics)

86.4Robust Accuracy

Clean Baseline

-3.45619.87243.266.528Nov 2, 2021Nov 25, 2021Dec 19, 2021Jan 12, 2022Feb 5, 2022Mar 1, 2022Mar 25, 2022
Updated 4d ago

Evaluation Results

MethodLinks
2022.03
86.4-
2022.03
85-
2022.03
82-
2022.03
82-
2022.03
80.6-
2022.03
73.5-
2022.03
71.2-
2022.03
70.8-
2022.03
69.4-
2022.03
68.2-
2022.03
65.9-
2021.11
59.863.4
2022.03
58.8-
2022.03
57.3-
2021.11
57.263.4
2022.03
57.2-
2022.03
55.1-
2022.03
55.1-
2021.11
54.663.4
2021.11
52.963.4
2022.03
52.9-
2021.11
52.863.4
2021.11
52.563.4
2021.11
50.863.4
2021.11
50.652.5
2021.11
50.363.4
2022.03
49.8-
2022.03
49-
2021.11
48.663.4
2021.11
48.152.5
2021.11
48.163.4
2021.11
4863.4
2022.03
47.8-
2021.11
45.863.4
2021.11
45.252.5
2022.03
44-
2021.11
43.952.5
2021.11
43.552.5
2021.11
43.352.5
2021.11
41.752.5
2022.03
41.7-
2021.11
4152.5
2022.03
40.6-
2021.11
40.352.5
2022.03
39.8-
2021.11
39.152.5
2021.11
3952.5
2021.11
37.852.5
2022.03
36-
2022.03
35.5-
2022.03
33.7-
2022.03
31.2-
2022.03
19.8-
2022.03
19.3-
2022.03
18.6-
2022.03
18-
2022.03
17.5-
2022.03
16.8-
2022.03
13.5-
2022.03
13.2-
2022.03
13.1-
2022.03
13.1-
2022.03
13-
2022.03
11.7-
2022.03
5-
2022.03
3.2-
2022.03
3.1-
2022.03
2.6-
2022.03
2.5-
2022.03
1.9-
2022.03
1.5-
2022.03
0.5-
2022.03
0.3-
2022.03
0.3-
2022.03
0.1-
2022.03
0.1-
2022.03
0.1-
2022.03
0-
2022.03
0-
2022.03
0-
2022.03
0-
2022.03
0-